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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 210109  58.973%  (97.288% of non-spam corpus)
# Correctly spam:     106324  29.843%  (75.776% of spam corpus)
# False positives:      5858  1.644%  (2.712% of nonspam, 121871 weighted)
# False negatives:     33989  9.540%  (24.224% of spam,  65555 weighted)
# Average score for spam:  11.0    nonspam: 0.6
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              356280  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26331  97.30%
# Correctly spam:      13374  76.01%
# False positives:       730  2.70%
# False negatives:      4222  23.99%
# TCR(l=50): 0.432101  SpamRecall: 76.006%  SpamPrec: 94.824%

##### 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: 212260  98.28%
# Correctly spam:      57651  41.09%
# False positives:      3707  1.72%
# False negatives:     82662  58.91%
# TCR(l=50): 0.523533  SpamRecall: 41.087%  SpamPrec: 93.958%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  26625  98.39%
# Correctly spam:       7173  40.76%
# False positives:       436  1.61%
# False negatives:     10423  59.24%
# TCR(l=50): 0.546070  SpamRecall: 40.765%  SpamPrec: 94.270%