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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 156897  44.764%  (97.695% of non-spam corpus)
# Correctly spam:     119105  33.982%  (62.720% of spam corpus)
# False positives:      3701  1.056%  (2.305% of nonspam, 131419 weighted)
# False negatives:     70796  20.199%  (37.280% of spam, 123970 weighted)
# Average score for spam:  9.0    nonspam: 1.0
# Average for false-pos:   6.0  false-neg: 1.8
# TOTAL:              350499  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19770  97.69%
# Correctly spam:      15081  63.28%
# False positives:       467  2.31%
# False negatives:      8750  36.72%
# TCR(l=50): 0.742399  SpamRecall: 63.283%  SpamPrec: 96.996%

##### 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: 157190  97.88%
# Correctly spam:      60608  31.92%
# False positives:      3408  2.12%
# False negatives:    129293  68.08%
# TCR(l=50): 0.633652  SpamRecall: 31.916%  SpamPrec: 94.676%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19805  97.87%
# Correctly spam:       7650  32.10%
# False positives:       432  2.13%
# False negatives:     16181  67.90%
# TCR(l=50): 0.630767  SpamRecall: 32.101%  SpamPrec: 94.655%