DEVELOPMENT... OpenML
Run
78821

Run 78821

Task 3640 (Supervised Classification) disclosure_x_bias 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
0.505
Per class
Build CPU time
0.4051
Build memory
2935316409.9215
F measure
0.4985
Per class
Kappa
-0.0048
KB relative information score
0.7191
Mean absolute error
0.4985
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
0.4985
Per class
Predictive accuracy
0.4985
Prior entropy
0.9987
Recall
0.4985
Per class
Relative absolute error
0.9987
Root mean prior squared error
0.4996
Root mean squared error
0.5321
Root relative squared error
1.0652
SciMark benchmark
917.2088