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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 389615  51.135%  (99.307% of non-spam corpus)
# Correctly spam:     187620  24.624%  (50.763% of spam corpus)
# False positives:      2719  0.357%  (0.693% of nonspam,  78570 weighted)
# False negatives:    181979  23.884%  (49.237% of spam, 381650 weighted)
# Average score for spam:  5.6    nonspam: 0.7
# Average for false-pos:   6.1  false-neg: 2.1
# TOTAL:              761933  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48249  98.59%
# Correctly spam:      23686  51.44%
# False positives:       690  1.41%
# False negatives:     22360  48.56%
# TCR(l=50): 0.809814  SpamRecall: 51.440%  SpamPrec: 97.169%

##### 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: 385488  98.26%
# Correctly spam:     119721  32.39%
# False positives:      6846  1.74%
# False negatives:    249878  67.61%
# TCR(l=50): 0.624135  SpamRecall: 32.392%  SpamPrec: 94.591%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  48133  98.35%
# Correctly spam:      14864  32.28%
# False positives:       806  1.65%
# False negatives:     31182  67.72%
# TCR(l=50): 0.644162  SpamRecall: 32.281%  SpamPrec: 94.856%