Run
532027

Run 532027

Task 3840 (Supervised Classification) letter Uploaded 05-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.NaiveBayes(13)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6345
Cross-validation details (10-fold Crossvalidation)
KB relative information score
888.9158
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0405
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9716
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.519
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7287
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.8887
UserCPU time millis
202.8013
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
140.4009
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
62.4004
Cross-validation details (10-fold Crossvalidation)