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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 144963  38.392%  (95.954% of non-spam corpus)
# Correctly spam:     188813  50.005%  (83.357% of spam corpus)
# False positives:      6113  1.619%  (4.046% of nonspam, 286514 weighted)
# False negatives:     37697  9.984%  (16.643% of spam,  88332 weighted)
# Average score for spam:  22.8    nonspam: 0.7
# Average for false-pos:   6.3  false-neg: 2.3
# TOTAL:              377586  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18199  95.88%
# Correctly spam:      23933  84.39%
# False positives:       782  4.12%
# False negatives:      4427  15.61%
# TCR(l=50): 0.651550  SpamRecall: 84.390%  SpamPrec: 96.836%

##### 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: 145792  96.50%
# Correctly spam:     130163  57.46%
# False positives:      5284  3.50%
# False negatives:     96347  42.54%
# TCR(l=50): 0.628240  SpamRecall: 57.465%  SpamPrec: 96.099%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18300  96.41%
# Correctly spam:      16284  57.42%
# False positives:       681  3.59%
# False negatives:     12076  42.58%
# TCR(l=50): 0.614838  SpamRecall: 57.419%  SpamPrec: 95.986%