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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152469  46.342%  (97.611% of non-spam corpus)
# Correctly spam:     122883  37.350%  (71.110% of spam corpus)
# False positives:      3731  1.134%  (2.389% of nonspam, 121968 weighted)
# False negatives:     49924  15.174%  (28.890% of spam, 118957 weighted)
# Average score for spam:  11.1    nonspam: 0.8
# Average for false-pos:   5.9  false-neg: 2.4
# TOTAL:              329007  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19187  97.69%
# Correctly spam:      15482  71.24%
# False positives:       454  2.31%
# False negatives:      6250  28.76%
# TCR(l=50): 0.750674  SpamRecall: 71.241%  SpamPrec: 97.151%

##### 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: 152495  97.63%
# Correctly spam:      55298  32.00%
# False positives:      3705  2.37%
# False negatives:    117509  68.00%
# TCR(l=50): 0.570774  SpamRecall: 32.000%  SpamPrec: 93.721%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19202  97.76%
# Correctly spam:       6877  31.64%
# False positives:       439  2.24%
# False negatives:     14855  68.36%
# TCR(l=50): 0.590463  SpamRecall: 31.645%  SpamPrec: 93.999%