DEVELOPMENT... OpenML
Run
77814

Run 77814

Task 2079 (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)_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
0.8643
Per class
Build CPU time
14.4232
Build memory
1932816250.7717
F measure
0.5738
Per class
Kappa
0.4534
KB relative information score
322.1113
Mean absolute error
0.2122
Mean prior absolute error
0.3132
Number of instances
736
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5776
Per class
Predictive accuracy
0.5761
Prior entropy
2.2629
Recall
0.5761
Per class
Relative absolute error
0.6776
Root mean prior squared error
0.3957
Root mean squared error
0.3242
Root relative squared error
0.8193
SciMark benchmark
932.7773