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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 263041  35.714%  (99.434% of non-spam corpus)
# Correctly spam:     344914  46.831%  (73.079% of spam corpus)
# False positives:      1496  0.203%  (0.566% of nonspam,  82175 weighted)
# False negatives:    127063  17.252%  (26.921% of spam, 279060 weighted)
# Average score for spam:  9.8    nonspam: 0.6
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              736514  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32911  99.47%
# Correctly spam:      43152  73.27%
# False positives:       176  0.53%
# False negatives:     15740  26.73%
# TCR(l=50): 2.399837  SpamRecall: 73.273%  SpamPrec: 99.594%

##### 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: 254693  96.28%
# Correctly spam:     235924  49.99%
# False positives:      9844  3.72%
# False negatives:    236053  50.01%
# TCR(l=50): 0.648095  SpamRecall: 49.986%  SpamPrec: 95.995%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  31907  96.43%
# Correctly spam:      29283  49.72%
# False positives:      1180  3.57%
# False negatives:     29609  50.28%
# TCR(l=50): 0.664628  SpamRecall: 49.723%  SpamPrec: 96.126%