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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128198  20.764%  (99.567% of non-spam corpus)
# Correctly spam:     325229  52.676%  (66.555% of spam corpus)
# False positives:       558  0.090%  (0.433% of nonspam, 131226 weighted)
# False negatives:    163431  26.470%  (33.445% of spam, 560091 weighted)
# Average score for spam:  8.9    nonspam: -0.5
# Average for false-pos:   6.2  false-neg: 3.4
# TOTAL:              617416  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16111  99.62%
# Correctly spam:      40672  66.67%
# False positives:        62  0.38%
# False negatives:     20335  33.33%
# TCR(l=50): 2.603243  SpamRecall: 66.668%  SpamPrec: 99.848%

##### 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: 128527  99.82%
# Correctly spam:     152614  31.23%
# False positives:       229  0.18%
# False negatives:    336046  68.77%
# TCR(l=50): 1.406232  SpamRecall: 31.231%  SpamPrec: 99.850%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16145  99.83%
# Correctly spam:      19347  31.71%
# False positives:        28  0.17%
# False negatives:     41660  68.29%
# TCR(l=50): 1.416791  SpamRecall: 31.713%  SpamPrec: 99.855%