DEVELOPMENT... OpenML
Run
19760

Run 19760

Task 9 (Supervised Classification) autos Uploaded 16-06-2014 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)_I20
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
0.9505
Per class
F measure
0.8229
Per class
Kappa
0.7707
KB relative information score
127.663
Mean absolute error
0.111
Mean prior absolute error
0.2209
Number of instances
205
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8262
Per class
Predictive accuracy
0.8244
Prior entropy
2.3268
Recall
0.8244
Per class
Relative absolute error
0.5023
Root mean prior squared error
0.3318
Root mean squared error
0.211
Root relative squared error
0.6361
SciMark benchmark
924.9758[568.7122772436015991.4870514998788469.08772734606856888.92502312110351706.666768391933]