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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 174541  11.113%  (96.257% of non-spam corpus)
# Correctly spam:     886335  56.431%  (63.796% of spam corpus)
# False positives:      6788  0.432%  (3.743% of nonspam, 1652061 weighted)
# False negatives:    502998  32.025%  (36.204% of spam, 1693911 weighted)
# Average score for spam:  8.7    nonspam: 0.8
# Average for false-pos:   6.4  false-neg: 3.4
# TOTAL:              1570662  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21842  95.92%
# Correctly spam:     111078  63.97%
# False positives:       929  4.08%
# False negatives:     62561  36.03%
# TCR(l=50): 1.592858  SpamRecall: 63.971%  SpamPrec: 99.171%

##### 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: 175480  96.77%
# Correctly spam:     151758  10.92%
# False positives:      5849  3.23%
# False negatives:    1237575  89.08%
# TCR(l=50): 0.908046  SpamRecall: 10.923%  SpamPrec: 96.289%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22018  96.69%
# Correctly spam:      18907  10.89%
# False positives:       753  3.31%
# False negatives:    154732  89.11%
# TCR(l=50): 0.902574  SpamRecall: 10.889%  SpamPrec: 96.170%