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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 145181  45.293%  (99.774% of non-spam corpus)
# Correctly spam:      71898  22.430%  (41.078% of spam corpus)
# False positives:       329  0.103%  (0.226% of nonspam,  23393 weighted)
# False negatives:    103130  32.174%  (58.922% of spam, 265146 weighted)
# Average score for spam:  5.8    nonspam: 0.4
# Average for false-pos:   5.9  false-neg: 2.6
# TOTAL:              320538  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18205  99.76%
# Correctly spam:       8789  39.95%
# False positives:        43  0.24%
# False negatives:     13209  60.05%
# TCR(l=50): 1.432255  SpamRecall: 39.954%  SpamPrec: 99.513%

##### 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: 145300  99.86%
# Correctly spam:      17270  9.87%
# False positives:       210  0.14%
# False negatives:    157758  90.13%
# TCR(l=50): 1.040236  SpamRecall: 9.867%  SpamPrec: 98.799%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18218  99.84%
# Correctly spam:       2142  9.74%
# False positives:        30  0.16%
# False negatives:     19856  90.26%
# TCR(l=50): 1.030062  SpamRecall: 9.737%  SpamPrec: 98.619%