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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 415525  37.984%  (97.097% of non-spam corpus)
# Correctly spam:     313461  28.654%  (47.066% of spam corpus)
# False positives:     12425  1.136%  (2.903% of nonspam, 564738 weighted)
# False negatives:    352543  32.226%  (52.934% of spam, 861277 weighted)
# Average score for spam:  6.0    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 2.4
# TOTAL:              1093954  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  51730  96.96%
# Correctly spam:      39106  47.07%
# False positives:      1623  3.04%
# False negatives:     43971  52.93%
# TCR(l=50): 0.663973  SpamRecall: 47.072%  SpamPrec: 96.015%

##### 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: 415847  97.17%
# Correctly spam:     261416  39.25%
# False positives:     12103  2.83%
# False negatives:    404588  60.75%
# TCR(l=50): 0.659581  SpamRecall: 39.251%  SpamPrec: 95.575%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  51821  97.13%
# Correctly spam:      32550  39.18%
# False positives:      1532  2.87%
# False negatives:     50527  60.82%
# TCR(l=50): 0.653496  SpamRecall: 39.181%  SpamPrec: 95.505%