DEVELOPMENT... OpenML
Run
78123

Run 78123

Task 277 (Supervised Classification) tae 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
0.7304
Per class
Build CPU time
3.324
Build memory
1915695600
F measure
0.6176
Per class
Kappa
0.4189
KB relative information score
14.4333
Mean absolute error
0.3521
Mean prior absolute error
0.4445
Number of instances
49
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6281
Per class
Predictive accuracy
0.6122
Prior entropy
1.5845
Recall
0.6122
Per class
Relative absolute error
0.7921
Root mean prior squared error
0.4715
Root mean squared error
0.4363
Root relative squared error
0.9253
SciMark benchmark
943.715