OpenML
12488

Run 12488

Task 40 (Supervised Classification) glass 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)_I101
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
0.9413
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7743
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6977
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.5553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0989
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.7749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.7804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4673
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2107
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6494
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.1855[564.84475602395331015.7907504114269484.1035797902428911.17132945493631760.017229859821]