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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143439  35.950%  (97.019% of non-spam corpus)
# Correctly spam:     233186  58.443%  (92.848% of spam corpus)
# False positives:      4407  1.105%  (2.981% of nonspam, 238512 weighted)
# False negatives:     17963  4.502%  (7.152% of spam,  47866 weighted)
# Average score for spam:  15.0    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.7
# TOTAL:              398995  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17990  96.93%
# Correctly spam:      29149  92.99%
# False positives:       569  3.07%
# False negatives:      2197  7.01%
# TCR(l=50): 1.022808  SpamRecall: 92.991%  SpamPrec: 98.085%

##### 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: 145713  98.56%
# Correctly spam:     155641  61.97%
# False positives:      2133  1.44%
# False negatives:     95508  38.03%
# TCR(l=50): 1.242340  SpamRecall: 61.972%  SpamPrec: 98.648%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18297  98.59%
# Correctly spam:      19558  62.39%
# False positives:       262  1.41%
# False negatives:     11788  37.61%
# TCR(l=50): 1.259482  SpamRecall: 62.394%  SpamPrec: 98.678%