DEVELOPMENT... OpenML
Run
75322

Run 75322

Task 3909 (Supervised Classification) ar1 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)_I10
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
0.8482
Per class
Build CPU time
0.1745
Build memory
1351219681.719
F measure
0.8978
Per class
Kappa
0.1345
KB relative information score
-43.0291
Mean absolute error
0.1217
Mean prior absolute error
0.1436
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8877
Per class
Predictive accuracy
0.9174
Prior entropy
0.4067
Recall
0.9174
Per class
Relative absolute error
0.8473
Root mean prior squared error
0.2625
Root mean squared error
0.2501
Root relative squared error
0.9526
SciMark benchmark
943.443