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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150164  20.759%  (99.241% of non-spam corpus)
# Correctly spam:     455665  62.992%  (79.653% of spam corpus)
# False positives:      1148  0.159%  (0.759% of nonspam, 278853 weighted)
# False negatives:    116396  16.091%  (20.347% of spam, 218680 weighted)
# Average score for spam:  14.7    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 1.9
# TOTAL:              723373  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18837  99.11%
# Correctly spam:      56813  79.58%
# False positives:       169  0.89%
# False negatives:     14575  20.42%
# TCR(l=50): 3.100456  SpamRecall: 79.583%  SpamPrec: 99.703%

##### 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: 150900  99.73%
# Correctly spam:     355181  62.09%
# False positives:       412  0.27%
# False negatives:    216880  37.91%
# TCR(l=50): 2.408881  SpamRecall: 62.088%  SpamPrec: 99.884%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18951  99.71%
# Correctly spam:      44360  62.14%
# False positives:        55  0.29%
# False negatives:     27028  37.86%
# TCR(l=50): 2.397340  SpamRecall: 62.139%  SpamPrec: 99.876%