DEVELOPMENT... OpenML
Run
78273

Run 78273

Task 3640 (Supervised Classification) disclosure_x_bias 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)_I160
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
0.5135
Per class
Build CPU time
24.8994
Build memory
1999075507.0937
F measure
0.5077
Per class
Kappa
0.0141
KB relative information score
4.1862
Mean absolute error
0.4964
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5079
Per class
Predictive accuracy
0.5076
Prior entropy
0.9987
Recall
0.5076
Per class
Relative absolute error
0.9946
Root mean prior squared error
0.4996
Root mean squared error
0.5205
Root relative squared error
1.042
SciMark benchmark
943.715