Run
1673121

Run 1673121

Task 9956 (Supervised Classification) one-hundred-plants-texture Uploaded 21-07-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(33)_C0.25
weka.J48(33)_M2
weka.AttributeSelectedClassifier_J48(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_J48(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_J48(1)_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.

17 Evaluation measures

Area under ROC curve
0.7606
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4807
Cross-validation details (10-fold Crossvalidation)
KB relative information score
811.0726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4904
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6438
Cross-validation details (10-fold Crossvalidation)
Recall
0.4859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5335
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0952
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9568
Cross-validation details (10-fold Crossvalidation)