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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 126706  40.796%  (99.705% of non-spam corpus)
# Correctly spam:     109922  35.392%  (59.901% of spam corpus)
# False positives:       375  0.121%  (0.295% of nonspam,  18281 weighted)
# False negatives:     73583  23.692%  (40.099% of spam, 121730 weighted)
# Average score for spam:  7.8    nonspam: 0.6
# Average for false-pos:   6.8  false-neg: 1.7
# TOTAL:              310586  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15897  99.67%
# Correctly spam:      13768  59.73%
# False positives:        53  0.33%
# False negatives:      9284  40.27%
# TCR(l=50): 1.931624  SpamRecall: 59.726%  SpamPrec: 99.617%

##### 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: 122626  96.49%
# Correctly spam:      69908  38.10%
# False positives:      4455  3.51%
# False negatives:    113597  61.90%
# TCR(l=50): 0.545582  SpamRecall: 38.096%  SpamPrec: 94.009%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15400  96.55%
# Correctly spam:       8821  38.27%
# False positives:       550  3.45%
# False negatives:     14231  61.73%
# TCR(l=50): 0.552395  SpamRecall: 38.266%  SpamPrec: 94.131%