DEVELOPMENT... OpenML
Run
77211

Run 77211

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)_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
0.5119
Per class
Build CPU time
6.2227
Build memory
979464265.9335
F measure
0.5106
Per class
Kappa
0.0196
KB relative information score
2.8364
Mean absolute error
0.4974
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
0.5107
Per class
Predictive accuracy
0.5106
Prior entropy
0.9987
Recall
0.5106
Per class
Relative absolute error
0.9966
Root mean prior squared error
0.4996
Root mean squared error
0.5215
Root relative squared error
1.0439
SciMark benchmark
922.9897