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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 248821  33.387%  (99.094% of non-spam corpus)
# Correctly spam:     359158  48.191%  (72.678% of spam corpus)
# False positives:      2274  0.305%  (0.906% of nonspam, 139359 weighted)
# False negatives:    135021  18.117%  (27.322% of spam, 324726 weighted)
# Average score for spam:  7.1    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              745274  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31013  98.96%
# Correctly spam:      45317  73.45%
# False positives:       325  1.04%
# False negatives:     16382  26.55%
# TCR(l=50): 1.890751  SpamRecall: 73.449%  SpamPrec: 99.288%

##### 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: 243387  96.93%
# Correctly spam:     207417  41.97%
# False positives:      7708  3.07%
# False negatives:    286762  58.03%
# TCR(l=50): 0.735208  SpamRecall: 41.972%  SpamPrec: 96.417%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  30391  96.98%
# Correctly spam:      25913  42.00%
# False positives:       947  3.02%
# False negatives:     35786  58.00%
# TCR(l=50): 0.742145  SpamRecall: 41.999%  SpamPrec: 96.474%