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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 151615  37.725%  (99.572% of non-spam corpus)
# Correctly spam:      68913  17.147%  (27.606% of spam corpus)
# False positives:       651  0.162%  (0.428% of nonspam,  32739 weighted)
# False negatives:    180716  44.966%  (72.394% of spam, 278969 weighted)
# Average score for spam:  3.9    nonspam: 0.7
# Average for false-pos:   6.1  false-neg: 1.5
# TOTAL:              401895  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  19048  99.48%
# Correctly spam:       8542  27.43%
# False positives:        99  0.52%
# False negatives:     22596  72.57%
# TCR(l=50): 1.130400  SpamRecall: 27.433%  SpamPrec: 98.854%

##### 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: 150343  98.74%
# Correctly spam:      25491  10.21%
# False positives:      1923  1.26%
# False negatives:    224138  89.79%
# TCR(l=50): 0.779389  SpamRecall: 10.212%  SpamPrec: 92.985%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18891  98.66%
# Correctly spam:       3057  9.82%
# False positives:       256  1.34%
# False negatives:     28081  90.18%
# TCR(l=50): 0.761674  SpamRecall: 9.818%  SpamPrec: 92.273%