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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 119469  32.799%  (99.472% of non-spam corpus)
# Correctly spam:     210883  57.895%  (86.376% of spam corpus)
# False positives:       634  0.174%  (0.528% of nonspam,  79201 weighted)
# False negatives:     33263  9.132%  (13.624% of spam,  74189 weighted)
# Average score for spam:  11.5    nonspam: -0.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              364249  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15000  99.40%
# Correctly spam:      26322  86.25%
# False positives:        91  0.60%
# False negatives:      4195  13.75%
# TCR(l=50): 3.489651  SpamRecall: 86.254%  SpamPrec: 99.655%

##### 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: 119745  99.70%
# Correctly spam:     166931  68.37%
# False positives:       358  0.30%
# False negatives:     77215  31.63%
# TCR(l=50): 2.566851  SpamRecall: 68.373%  SpamPrec: 99.786%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15047  99.71%
# Correctly spam:      20874  68.40%
# False positives:        44  0.29%
# False negatives:      9643  31.60%
# TCR(l=50): 2.576796  SpamRecall: 68.401%  SpamPrec: 99.790%