DEVELOPMENT... OpenML
Run
77199

Run 77199

Task 3646 (Supervised Classification) rabe_265 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
0.6905
Per class
Build CPU time
0.3098
Build memory
564762226.9804
F measure
0.6744
Per class
Kappa
0.3234
KB relative information score
8.2037
Mean absolute error
0.415
Mean prior absolute error
0.485
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.683
Per class
Predictive accuracy
0.6863
Prior entropy
0.9791
Recall
0.6863
Per class
Relative absolute error
0.8557
Root mean prior squared error
0.4922
Root mean squared error
0.4588
Root relative squared error
0.9321
SciMark benchmark
941.7677