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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 132576  48.749%  (99.035% of non-spam corpus)
# Correctly spam:      42712  15.705%  (30.931% of spam corpus)
# False positives:      1292  0.475%  (0.965% of nonspam,  82023 weighted)
# False negatives:     95377  35.071%  (69.069% of spam, 263225 weighted)
# Average score for spam:  4.7    nonspam: -0.3
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              271957  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16625  99.10%
# Correctly spam:       5270  30.47%
# False positives:       151  0.90%
# False negatives:     12023  69.53%
# TCR(l=50): 0.883513  SpamRecall: 30.475%  SpamPrec: 97.215%

##### 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: 133101  99.43%
# Correctly spam:      24917  18.04%
# False positives:       767  0.57%
# False negatives:    113172  81.96%
# TCR(l=50): 0.911346  SpamRecall: 18.044%  SpamPrec: 97.014%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16680  99.43%
# Correctly spam:       3010  17.41%
# False positives:        96  0.57%
# False negatives:     14283  82.59%
# TCR(l=50): 0.906199  SpamRecall: 17.406%  SpamPrec: 96.909%