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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157463  50.537%  (97.495% of non-spam corpus)
# Correctly spam:      86202  27.666%  (57.442% of spam corpus)
# False positives:      4046  1.299%  (2.505% of nonspam, 114245 weighted)
# False negatives:     63866  20.498%  (42.558% of spam, 111767 weighted)
# Average score for spam:  8.6    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 1.8
# TOTAL:              311577  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19826  97.39%
# Correctly spam:      10834  57.51%
# False positives:       531  2.61%
# False negatives:      8006  42.49%
# TCR(l=50): 0.545202  SpamRecall: 57.505%  SpamPrec: 95.328%

##### 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: 158074  97.87%
# Correctly spam:      47329  31.54%
# False positives:      3435  2.13%
# False negatives:    102739  68.46%
# TCR(l=50): 0.546718  SpamRecall: 31.538%  SpamPrec: 93.233%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19923  97.87%
# Correctly spam:       5998  31.84%
# False positives:       434  2.13%
# False negatives:     12842  68.16%
# TCR(l=50): 0.545423  SpamRecall: 31.837%  SpamPrec: 93.252%