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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 227970  37.004%  (99.476% of non-spam corpus)
# Correctly spam:     338313  54.915%  (87.443% of spam corpus)
# False positives:      1201  0.195%  (0.524% of nonspam, 137601 weighted)
# False negatives:     48583  7.886%  (12.557% of spam,  90995 weighted)
# Average score for spam:  16.8    nonspam: -0.7
# Average for false-pos:   6.8  false-neg: 1.9
# TOTAL:              616067  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28525  99.34%
# Correctly spam:      42153  87.48%
# False positives:       189  0.66%
# False negatives:      6033  12.52%
# TCR(l=50): 3.112188  SpamRecall: 87.480%  SpamPrec: 99.554%

##### 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: 228271  99.61%
# Correctly spam:     263773  68.18%
# False positives:       900  0.39%
# False negatives:    123123  31.82%
# TCR(l=50): 2.301268  SpamRecall: 68.177%  SpamPrec: 99.660%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28601  99.61%
# Correctly spam:      33042  68.57%
# False positives:       113  0.39%
# False negatives:     15144  31.43%
# TCR(l=50): 2.317303  SpamRecall: 68.572%  SpamPrec: 99.659%