##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 194677  37.698%  (98.979% of non-spam corpus)
# Correctly spam:     263009  50.930%  (82.260% of spam corpus)
# False positives:      2009  0.389%  (1.021% of nonspam, 356159 weighted)
# False negatives:     56718  10.983%  (17.740% of spam, 130240 weighted)
# Average score for spam:  10.2    nonspam: -1.0
# Average for false-pos:   10.9  false-neg: 2.3
# TOTAL:              516413  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24291  98.80%
# Correctly spam:      32784  82.33%
# False positives:       294  1.20%
# False negatives:      7035  17.67%
# TCR(l=50): 1.832022  SpamRecall: 82.333%  SpamPrec: 99.111%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 195182  99.24%
# Correctly spam:     106474  33.30%
# False positives:      1504  0.76%
# False negatives:    213253  66.70%
# TCR(l=50): 1.108420  SpamRecall: 33.302%  SpamPrec: 98.607%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  24378  99.16%
# Correctly spam:      13353  33.53%
# False positives:       207  0.84%
# False negatives:     26466  66.47%
# TCR(l=50): 1.081568  SpamRecall: 33.534%  SpamPrec: 98.473%