Run
561599

Run 561599

Task 3826 (Supervised Classification) heart-h Uploaded 16-04-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_SMO(1)Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_SMO(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_SMO(1)_Wweka.classifiers.functions.SMO
weka.SMO(1)_C1.0
weka.SMO(1)_N0
weka.SMO(1)_L0.001
weka.SMO(1)_P1.0E-12
weka.SMO(1)_V-1
weka.SMO(1)_W1
weka.SMO(1)_Kweka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007

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
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6453
Cross-validation details (10-fold Crossvalidation)
KB relative information score
188.4374
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1599
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4614
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0]
Precision
0.8385
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8401
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8401
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3465
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3998
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8327
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1925.3565
UserCPU time millis
15.625
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
15.625
Cross-validation details (10-fold Crossvalidation)