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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 165350  47.974%  (99.150% of non-spam corpus)
# Correctly spam:     133842  38.832%  (75.236% of spam corpus)
# False positives:      1418  0.411%  (0.850% of nonspam,  94042 weighted)
# False negatives:     44055  12.782%  (24.764% of spam, 103312 weighted)
# Average score for spam:  12.8    nonspam: -0.4
# Average for false-pos:   6.2  false-neg: 2.3
# TOTAL:              344665  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20800  99.03%
# Correctly spam:      16796  75.16%
# False positives:       203  0.97%
# False negatives:      5551  24.84%
# TCR(l=50): 1.423285  SpamRecall: 75.160%  SpamPrec: 98.806%

##### 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: 166109  99.60%
# Correctly spam:     101471  57.04%
# False positives:       659  0.40%
# False negatives:     76426  42.96%
# TCR(l=50): 1.626472  SpamRecall: 57.039%  SpamPrec: 99.355%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20905  99.53%
# Correctly spam:      12706  56.86%
# False positives:        98  0.47%
# False negatives:      9641  43.14%
# TCR(l=50): 1.536827  SpamRecall: 56.858%  SpamPrec: 99.235%