DEVELOPMENT... OpenML
Run
78306

Run 78306

Task 2125 (Supervised Classification) eucalyptus 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
0.8531
Per class
Build CPU time
22.13
Build memory
1859668936
F measure
0.5537
Per class
Kappa
0.4308
KB relative information score
96.7241
Mean absolute error
0.2221
Mean prior absolute error
0.3134
Number of instances
242
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5705
Per class
Predictive accuracy
0.562
Prior entropy
2.2629
Recall
0.562
Per class
Relative absolute error
0.7089
Root mean prior squared error
0.3959
Root mean squared error
0.3329
Root relative squared error
0.8407
SciMark benchmark
932.0523