Run
553580

Run 553580

Task 3974 (Supervised Classification) AP_Ovary_Lung Uploaded 10-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)Weka implementation of AttributeSelectedClassifier
weka.RandomForest(9)_I100
weka.RandomForest(9)_K0
weka.RandomForest(9)_S1
weka.RandomForest(9)_num-slots1
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3)_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
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
254.9609
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1165
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4755
Cross-validation details (10-fold Crossvalidation)
Number of instances
324
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
Precision
0.9609
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9645
Cross-validation details (10-fold Crossvalidation)
Recall
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1993
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4088
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1524.9335
UserCPU time millis
2152010
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2152000
Cross-validation details (10-fold Crossvalidation)