OpenML
12359

Run 12359

Task 23 (Supervised Classification) cmc 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)_I10
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
0.6756
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5001
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
364.1116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3551
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
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
0.4982
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8243
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0083
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
922.5704[565.9443965882285892.935595371899483.88543266528814914.03067367712611756.0556588021248]