Run
8865807

Run 8865807

Task 145960 (Supervised Classification) mfeat-factors Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-SMO.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
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
596.5363
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1602
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.977
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8902
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2722
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9075
Cross-validation details (10-fold Crossvalidation)