Run
549837

Run 549837

Task 3989 (Supervised Classification) AP_Prostate_Lung Uploaded 08-04-2016 by Jan van Rijn
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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
0.9855
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9774
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.2053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0103
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4577
Cross-validation details (10-fold Crossvalidation)
Number of instances
195
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.9899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9897
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9387
Cross-validation details (10-fold Crossvalidation)
Recall
0.9897
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4782
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2118
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
784.3622
UserCPU time millis
2840
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
2290
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
550
Cross-validation details (10-fold Crossvalidation)