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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143021  20.142%  (99.561% of non-spam corpus)
# Correctly spam:     426277  60.035%  (75.261% of spam corpus)
# False positives:       631  0.089%  (0.439% of nonspam, 165985 weighted)
# False negatives:    140124  19.734%  (24.739% of spam, 450537 weighted)
# Average score for spam:  8.0    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 3.2
# TOTAL:              710053  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17919  99.46%
# Correctly spam:      53142  75.15%
# False positives:        98  0.54%
# False negatives:     17568  24.85%
# TCR(l=50): 3.147143  SpamRecall: 75.155%  SpamPrec: 99.816%

##### 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: 143239  99.71%
# Correctly spam:     269914  47.65%
# False positives:       413  0.29%
# False negatives:    296487  52.35%
# TCR(l=50): 1.785982  SpamRecall: 47.654%  SpamPrec: 99.847%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17953  99.64%
# Correctly spam:      33482  47.35%
# False positives:        64  0.36%
# False negatives:     37228  52.65%
# TCR(l=50): 1.749035  SpamRecall: 47.351%  SpamPrec: 99.809%