OpenML
8869923

Run 8869923

Task 21 (Supervised Classification) car Uploaded 02-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-Standardize-IBk5(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-Standardize-IBk5.kf

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5558
Cross-validation details (10-fold Crossvalidation)
KB relative information score
734.2127
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1358
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7743
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.7743
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7728
Cross-validation details (10-fold Crossvalidation)