DEVELOPMENT... OpenML
Run
78311

Run 78311

Task 3923 (Supervised Classification) datatrieve 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
0.6845
Per class
Build CPU time
2.5453
Build memory
2413742212.8
F measure
0.8828
Per class
Kappa
0.1106
KB relative information score
-57.2695
Mean absolute error
0.148
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8715
Per class
Predictive accuracy
0.9077
Prior entropy
0.4395
Recall
0.9077
Per class
Relative absolute error
0.9242
Root mean prior squared error
0.2784
Root mean squared error
0.2837
Root relative squared error
1.0192
SciMark benchmark
907.9442