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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 180265  47.409%  (99.180% of non-spam corpus)
# Correctly spam:     118044  31.045%  (59.474% of spam corpus)
# False positives:      1490  0.392%  (0.820% of nonspam, 104560 weighted)
# False negatives:     80435  21.154%  (40.526% of spam, 207623 weighted)
# Average score for spam:  10.1    nonspam: -0.5
# Average for false-pos:   6.4  false-neg: 2.6
# TOTAL:              380234  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22654  99.26%
# Correctly spam:      14592  58.83%
# False positives:       170  0.74%
# False negatives:     10211  41.17%
# TCR(l=50): 1.325584  SpamRecall: 58.832%  SpamPrec: 98.848%

##### 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: 181074  99.63%
# Correctly spam:      56239  28.33%
# False positives:       681  0.37%
# False negatives:    142240  71.67%
# TCR(l=50): 1.125866  SpamRecall: 28.335%  SpamPrec: 98.804%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22755  99.70%
# Correctly spam:       6854  27.63%
# False positives:        69  0.30%
# False negatives:     17949  72.37%
# TCR(l=50): 1.159073  SpamRecall: 27.634%  SpamPrec: 99.003%