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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 234726  45.429%  (99.641% of non-spam corpus)
# Correctly spam:     196715  38.072%  (69.976% of spam corpus)
# False positives:       845  0.164%  (0.359% of nonspam,  31262 weighted)
# False negatives:     84402  16.335%  (30.024% of spam, 128077 weighted)
# Average score for spam:  10.9    nonspam: 0.5
# Average for false-pos:   6.2  false-neg: 1.5
# TOTAL:              516688  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29395  99.66%
# Correctly spam:      24677  70.18%
# False positives:        99  0.34%
# False negatives:     10486  29.82%
# TCR(l=50): 2.277987  SpamRecall: 70.179%  SpamPrec: 99.600%

##### 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: 227208  96.45%
# Correctly spam:     163184  58.05%
# False positives:      8363  3.55%
# False negatives:    117933  41.95%
# TCR(l=50): 0.524391  SpamRecall: 58.048%  SpamPrec: 95.125%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28501  96.63%
# Correctly spam:      20374  57.94%
# False positives:       993  3.37%
# False negatives:     14789  42.06%
# TCR(l=50): 0.545679  SpamRecall: 57.942%  SpamPrec: 95.353%