Run
10972

Run 10972

Task 38 (Supervised Classification) ecoli Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I1
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.8534
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6795
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.1787
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0588
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7649
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.7649
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3216
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2424
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8038
Cross-validation details (10-fold Crossvalidation)