Run
20739

Run 20739

Task 23 (Supervised Classification) cmc Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I10
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
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
0.6945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5275
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2661
Cross-validation details (10-fold Crossvalidation)
KB relative information score
347.107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3604
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
0.5264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5309
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5309
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8366
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9611
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
935.1325[557.2653598166264963.2367122755992483.44967579697345913.39376464446721758.3171307218695]