DEVELOPMENT... OpenML
Run
78241

Run 78241

Task 3895 (Supervised Classification) gina_prior 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
0.9859
Per class
Build CPU time
318.4376
Build memory
2098808307.0404
F measure
0.9435
Per class
Kappa
0.887
KB relative information score
2188.5405
Mean absolute error
0.2097
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9435
Per class
Predictive accuracy
0.9435
Prior entropy
0.9998
Recall
0.9435
Per class
Relative absolute error
0.4194
Root mean prior squared error
0.4999
Root mean squared error
0.2617
Root relative squared error
0.5234
SciMark benchmark
925.3238