Run
573052

Run 573052

Task 52945 (Supervised Classification) breast-cancer-dropped-missing-attributes-values Uploaded 23-05-2016 by Smite Chow
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Flow

weka.NaiveBayes(14)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
0.724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.35
Cross-validation details (10-fold Crossvalidation)
KB relative information score
67.7124
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3054
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4144
Cross-validation details (10-fold Crossvalidation)
Number of instances
277
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, x86_64, Mac OS X, 10.11.3]
Precision
0.7331
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7437
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7437
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7368
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4398
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9669
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1526.6397
UserCPU time millis
1.08
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
0.815
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
0.265
Cross-validation details (10-fold Crossvalidation)