DEVELOPMENT... OpenML
Run
77849

Run 77849

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)_I80
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
0.5137
Per class
Build CPU time
12.8494
Build memory
1593277407.1299
F measure
0.5075
Per class
Kappa
0.0131
KB relative information score
4.5995
Mean absolute error
0.4962
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
0.5074
Per class
Predictive accuracy
0.5076
Prior entropy
0.9987
Recall
0.5076
Per class
Relative absolute error
0.9941
Root mean prior squared error
0.4996
Root mean squared error
0.5204
Root relative squared error
1.0416
SciMark benchmark
930.8336