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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 175713  23.240%  (96.261% of non-spam corpus)
# Correctly spam:     435962  57.660%  (76.012% of spam corpus)
# False positives:      6825  0.903%  (3.739% of nonspam, 671332 weighted)
# False negatives:    137585  18.197%  (23.988% of spam, 415065 weighted)
# Average score for spam:  8.7    nonspam: 0.9
# Average for false-pos:   6.3  false-neg: 3.0
# TOTAL:              756085  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22001  95.95%
# Correctly spam:      54531  76.17%
# False positives:       928  4.05%
# False negatives:     17056  23.83%
# TCR(l=50): 1.128136  SpamRecall: 76.174%  SpamPrec: 98.327%

##### 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: 176645  96.77%
# Correctly spam:     110350  19.24%
# False positives:      5893  3.23%
# False negatives:    463197  80.76%
# TCR(l=50): 0.756811  SpamRecall: 19.240%  SpamPrec: 94.930%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22154  96.62%
# Correctly spam:      13727  19.18%
# False positives:       775  3.38%
# False negatives:     57860  80.82%
# TCR(l=50): 0.740990  SpamRecall: 19.175%  SpamPrec: 94.656%