Run
499371

Run 499371

Task 9961 (Supervised Classification) sa-heart Uploaded 07-12-2015 by Casey Davis
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Flow

weka.DecisionStump(5)Weka implementation of DecisionStump

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
0.6296
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5713
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.2289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4131
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_79, amd64, Linux, 3.13.0-62-generic]
Precision
0.6205
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.912
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9725
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
479.2609
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)