Run
8869958

Run 8869958

Task 35 (Supervised Classification) dermatology 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
0.9976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9453
Cross-validation details (10-fold Crossvalidation)
KB relative information score
341.3342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1053
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2887
Cross-validation details (10-fold Crossvalidation)