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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 353065  56.248%  (99.630% of non-spam corpus)
# Correctly spam:     159452  25.403%  (58.339% of spam corpus)
# False positives:      1312  0.209%  (0.370% of nonspam,  63695 weighted)
# False negatives:    113869  18.141%  (41.661% of spam, 171049 weighted)
# Average score for spam:  8.4    nonspam: 0.1
# Average for false-pos:   6.3  false-neg: 1.5
# TOTAL:              627698  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43983  99.58%
# Correctly spam:      19858  58.12%
# False positives:       184  0.42%
# False negatives:     14309  41.88%
# TCR(l=50): 1.453358  SpamRecall: 58.120%  SpamPrec: 99.082%

##### 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: 353334  99.71%
# Correctly spam:      93320  34.14%
# False positives:      1043  0.29%
# False negatives:    180001  65.86%
# TCR(l=50): 1.177341  SpamRecall: 34.143%  SpamPrec: 98.895%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  44004  99.63%
# Correctly spam:      11751  34.39%
# False positives:       163  0.37%
# False negatives:     22416  65.61%
# TCR(l=50): 1.117811  SpamRecall: 34.393%  SpamPrec: 98.632%