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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 129936  48.085%  (99.463% of non-spam corpus)
# Correctly spam:      85274  31.557%  (61.091% of spam corpus)
# False positives:       702  0.260%  (0.537% of nonspam,  46438 weighted)
# False negatives:     54312  20.099%  (38.909% of spam, 145911 weighted)
# Average score for spam:  9.7    nonspam: -0.2
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              270224  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16290  99.39%
# Correctly spam:      10736  61.39%
# False positives:       100  0.61%
# False negatives:      6753  38.61%
# TCR(l=50): 1.488046  SpamRecall: 61.387%  SpamPrec: 99.077%

##### 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: 130396  99.81%
# Correctly spam:      48747  34.92%
# False positives:       242  0.19%
# False negatives:     90839  65.08%
# TCR(l=50): 1.356007  SpamRecall: 34.923%  SpamPrec: 99.506%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16360  99.82%
# Correctly spam:       6171  35.29%
# False positives:        30  0.18%
# False negatives:     11318  64.71%
# TCR(l=50): 1.364409  SpamRecall: 35.285%  SpamPrec: 99.516%