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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 231049  37.034%  (98.591% of non-spam corpus)
# Correctly spam:     246863  39.569%  (63.374% of spam corpus)
# False positives:      3302  0.529%  (1.409% of nonspam, 168094 weighted)
# False negatives:    142669  22.868%  (36.626% of spam, 350496 weighted)
# Average score for spam:  6.3    nonspam: 0.8
# Average for false-pos:   6.1  false-neg: 2.5
# TOTAL:              623883  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28712  97.88%
# Correctly spam:      31590  65.04%
# False positives:       621  2.12%
# False negatives:     16978  34.96%
# TCR(l=50): 1.011243  SpamRecall: 65.043%  SpamPrec: 98.072%

##### 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: 226420  96.62%
# Correctly spam:     133927  34.38%
# False positives:      7931  3.38%
# False negatives:    255605  65.62%
# TCR(l=50): 0.597300  SpamRecall: 34.382%  SpamPrec: 94.409%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28316  96.53%
# Correctly spam:      16602  34.18%
# False positives:      1017  3.47%
# False negatives:     31966  65.82%
# TCR(l=50): 0.586457  SpamRecall: 34.183%  SpamPrec: 94.228%