Run
563922

Run 563922

Task 3996 (Supervised Classification) AP_Ovary_Uterus Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_SGD(1)Weka implementation of AttributeSelectedClassifier
weka.SGD(4)_F0
weka.SGD(4)_L0.01
weka.SGD(4)_R1.0E-4
weka.SGD(4)_E500
weka.SGD(4)_C0.001
weka.SGD(4)_S1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_SGD(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_SGD(1)_Wweka.classifiers.functions.SGD

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
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7377
Cross-validation details (10-fold Crossvalidation)
KB relative information score
235.4702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1242
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4738
Cross-validation details (10-fold Crossvalidation)
Number of instances
322
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
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.962
Cross-validation details (10-fold Crossvalidation)
Recall
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4866
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7243
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1229.1799
UserCPU time millis
6720
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
6530
Cross-validation details (10-fold Crossvalidation)