DEVELOPMENT... OpenML
Run
20739

Run 20739

Task 23 (Supervised Classification) cmc Uploaded 18-06-2014 by Felicia West
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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
F measure
0.5275
Per class
Kappa
0.2661
KB relative information score
347.107
Mean absolute error
0.3604
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5264
Per class
Predictive accuracy
0.5309
Prior entropy
1.5392
Recall
0.5309
Per class
Relative absolute error
0.8366
Root mean prior squared error
0.4641
Root mean squared error
0.4461
Root relative squared error
0.9611
SciMark benchmark
935.1325[557.2653598166264963.2367122755992483.44967579697345913.39376464446721758.3171307218695]