Run
8866678

Run 8866678

Task 146233 (Supervised Classification) allbp Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6402
Cross-validation details (10-fold Crossvalidation)
KB relative information score
720.1776
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0277
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0556
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2783
Cross-validation details (10-fold Crossvalidation)
Recall
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1663
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1101
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6617
Cross-validation details (10-fold Crossvalidation)