DEVELOPMENT... OpenML
Run
78913

Run 78913

Task 3561 (Supervised Classification) profb Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.5614
Per class
Build CPU time
0.2146
Build memory
2446315479.7381
F measure
0.5779
Per class
Kappa
0.0261
KB relative information score
-4.1628
Mean absolute error
0.4363
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5711
Per class
Predictive accuracy
0.6295
Prior entropy
0.9188
Recall
0.6295
Per class
Relative absolute error
0.9812
Root mean prior squared error
0.4714
Root mean squared error
0.4817
Root relative squared error
1.0218
SciMark benchmark
941.3608