DEVELOPMENT... OpenML
Run
77584

Run 77584

Task 3835 (Supervised Classification) squash-stored 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
0.8351
Per class
Build CPU time
0.5562
Build memory
1250223317.0769
F measure
0.7699
Per class
Kappa
0.5364
KB relative information score
15.4382
Mean absolute error
0.3651
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7729
Per class
Predictive accuracy
0.7692
Prior entropy
0.9911
Recall
0.7692
Per class
Relative absolute error
0.7396
Root mean prior squared error
0.4967
Root mean squared error
0.4094
Root relative squared error
0.8244
SciMark benchmark
945.081