DEVELOPMENT... OpenML
Run
77068

Run 77068

Task 3613 (Supervised Classification) servo Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9894
Per class
Build CPU time
0.3068
Build memory
1064985784.1437
F measure
0.9355
Per class
Kappa
0.8209
KB relative information score
122.7688
Mean absolute error
0.0912
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.939
Per class
Predictive accuracy
0.9341
Prior entropy
0.7794
Recall
0.9341
Per class
Relative absolute error
0.258
Root mean prior squared error
0.4193
Root mean squared error
0.1917
Root relative squared error
0.4572
SciMark benchmark
871.6268