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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 154804  41.294%  (99.536% of non-spam corpus)
# Correctly spam:     114413  30.520%  (52.158% of spam corpus)
# False positives:       721  0.192%  (0.464% of nonspam,  59112 weighted)
# False negatives:    104945  27.994%  (47.842% of spam, 286175 weighted)
# Average score for spam:  10.9    nonspam: -0.6
# Average for false-pos:   5.8  false-neg: 2.7
# TOTAL:              374883  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19473  99.52%
# Correctly spam:      14146  51.53%
# False positives:        93  0.48%
# False negatives:     13307  48.47%
# TCR(l=50): 1.528819  SpamRecall: 51.528%  SpamPrec: 99.347%

##### 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: 155022  99.68%
# Correctly spam:      89432  40.77%
# False positives:       503  0.32%
# False negatives:    129926  59.23%
# TCR(l=50): 1.414519  SpamRecall: 40.770%  SpamPrec: 99.441%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19502  99.67%
# Correctly spam:      11124  40.52%
# False positives:        64  0.33%
# False negatives:     16329  59.48%
# TCR(l=50): 1.405756  SpamRecall: 40.520%  SpamPrec: 99.428%