OpenML
12082

Run 12082

Task 11 (Supervised Classification) balance-scale 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)_I33
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.

19 Evaluation measures

Area under ROC curve
0.9422
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6785
Cross-validation details (10-fold Crossvalidation)
KB relative information score
359.3402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1471
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8237
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.816
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3874
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2879
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6609
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.4561[566.4958240211141015.2555353338006478.28140966761225915.62691531260941756.6205822745662]