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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 157087  15.654%  (96.042% of non-spam corpus)
# Correctly spam:     428613  42.713%  (51.031% of spam corpus)
# False positives:      6474  0.645%  (3.958% of nonspam, 1035816 weighted)
# False negatives:    411294  40.987%  (48.969% of spam, 832808 weighted)
# Average score for spam:  13.7    nonspam: 0.8
# Average for false-pos:   6.2  false-neg: 2.0
# TOTAL:              1003468  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19764  95.87%
# Correctly spam:      53719  51.29%
# False positives:       852  4.13%
# False negatives:     51014  48.71%
# TCR(l=50): 1.118775  SpamRecall: 51.291%  SpamPrec: 98.439%

##### 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: 157641  96.38%
# Correctly spam:     276364  32.90%
# False positives:      5920  3.62%
# False negatives:    563543  67.10%
# TCR(l=50): 0.977155  SpamRecall: 32.904%  SpamPrec: 97.903%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19854  96.30%
# Correctly spam:      34534  32.97%
# False positives:       762  3.70%
# False negatives:     70199  67.03%
# TCR(l=50): 0.967073  SpamRecall: 32.973%  SpamPrec: 97.841%