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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143017  20.144%  (99.558% of non-spam corpus)
# Correctly spam:     416581  58.675%  (73.558% of spam corpus)
# False positives:       635  0.089%  (0.442% of nonspam, 166761 weighted)
# False negatives:    149748  21.092%  (26.442% of spam, 499588 weighted)
# Average score for spam:  7.9    nonspam: -0.6
# Average for false-pos:   6.7  false-neg: 3.3
# TOTAL:              709981  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17923  99.48%
# Correctly spam:      53153  75.18%
# False positives:        94  0.52%
# False negatives:     17546  24.82%
# TCR(l=50): 3.178054  SpamRecall: 75.182%  SpamPrec: 99.823%

##### 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: 143239  99.71%
# Correctly spam:     269838  47.65%
# False positives:       413  0.29%
# False negatives:    296491  52.35%
# TCR(l=50): 1.785733  SpamRecall: 47.647%  SpamPrec: 99.847%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17953  99.64%
# Correctly spam:      33516  47.41%
# False positives:        64  0.36%
# False negatives:     37183  52.59%
# TCR(l=50): 1.750712  SpamRecall: 47.407%  SpamPrec: 99.809%