Run
533662

Run 533662

Task 3886 (Supervised Classification) soybean Uploaded 05-03-2016 by Martijn Post
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(4)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(4)_Wweka.classifiers.trees.J48

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
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.889
Cross-validation details (10-fold Crossvalidation)
KB relative information score
548.554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0409
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2339
Cross-validation details (10-fold Crossvalidation)
Number of instances
683
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9736
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.573
Cross-validation details (10-fold Crossvalidation)
Recall
0.9736
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3414
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4477
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1806.5905
UserCPU time millis
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)