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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150158  20.814%  (99.238% of non-spam corpus)
# Correctly spam:     453952  62.924%  (79.624% of spam corpus)
# False positives:      1153  0.160%  (0.762% of nonspam, 278710 weighted)
# False negatives:    116165  16.102%  (20.376% of spam, 218852 weighted)
# Average score for spam:  14.0    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              721428  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18841  99.13%
# Correctly spam:      56557  79.49%
# False positives:       165  0.87%
# False negatives:     14589  20.51%
# TCR(l=50): 3.115110  SpamRecall: 79.494%  SpamPrec: 99.709%

##### 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: 150899  99.73%
# Correctly spam:     354120  62.11%
# False positives:       412  0.27%
# False negatives:    215997  37.89%
# TCR(l=50): 2.409654  SpamRecall: 62.114%  SpamPrec: 99.884%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18953  99.72%
# Correctly spam:      44073  61.95%
# False positives:        53  0.28%
# False negatives:     27073  38.05%
# TCR(l=50): 2.393635  SpamRecall: 61.947%  SpamPrec: 99.880%