Run
564163

Run 564163

Task 3961 (Supervised Classification) AP_Breast_Omentum Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest (1)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_GainRatioAttributeEval_Ranker_RandomForest(1)_Wweka.classifiers.trees.RandomForest

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
0.9769
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
247.3577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1403
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2998
Cross-validation details (10-fold Crossvalidation)
Number of instances
421
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
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9549
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6896
Cross-validation details (10-fold Crossvalidation)
Recall
0.9549
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4679
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3866
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5514
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1195.8407
UserCPU time millis
3640
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
50
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3590
Cross-validation details (10-fold Crossvalidation)