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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169231  24.527%  (94.815% of non-spam corpus)
# Correctly spam:     401711  58.222%  (78.539% of spam corpus)
# False positives:      9254  1.341%  (5.185% of nonspam, 819660 weighted)
# False negatives:    109770  15.909%  (21.461% of spam, 261706 weighted)
# Average score for spam:  7.0    nonspam: 1.1
# Average for false-pos:   6.2  false-neg: 2.4
# TOTAL:              689966  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21253  94.79%
# Correctly spam:      50019  78.28%
# False positives:      1168  5.21%
# False negatives:     13875  21.72%
# TCR(l=50): 0.884040  SpamRecall: 78.284%  SpamPrec: 97.718%

##### 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: 169748  95.10%
# Correctly spam:      76833  15.02%
# False positives:      8737  4.90%
# False negatives:    434648  84.98%
# TCR(l=50): 0.586899  SpamRecall: 15.022%  SpamPrec: 89.790%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21349  95.22%
# Correctly spam:       9497  14.86%
# False positives:      1072  4.78%
# False negatives:     54397  85.14%
# TCR(l=50): 0.591628  SpamRecall: 14.864%  SpamPrec: 89.857%