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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 152221  15.206%  (99.214% of non-spam corpus)
# Correctly spam:     813015  81.214%  (95.914% of spam corpus)
# False positives:      1206  0.120%  (0.786% of nonspam, 444193 weighted)
# False negatives:     34636  3.460%  (4.086% of spam,  85865 weighted)
# Average score for spam:  9.6    nonspam: -0.8
# Average for false-pos:   6.7  false-neg: 2.5
# TOTAL:              1001078  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19134  99.15%
# Correctly spam:     101369  95.92%
# False positives:       165  0.85%
# False negatives:      4315  4.08%
# TCR(l=50): 8.410983  SpamRecall: 95.917%  SpamPrec: 99.837%

##### 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: 152620  99.47%
# Correctly spam:     309971  36.57%
# False positives:       807  0.53%
# False negatives:    537680  63.43%
# TCR(l=50): 1.466448  SpamRecall: 36.568%  SpamPrec: 99.740%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19202  99.50%
# Correctly spam:      38393  36.33%
# False positives:        97  0.50%
# False negatives:     67291  63.67%
# TCR(l=50): 1.464964  SpamRecall: 36.328%  SpamPrec: 99.748%