DEVELOPMENT... OpenML
Run
75731

Run 75731

Task 3837 (Supervised Classification) hayes-roth 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
0.9026
Per class
Build CPU time
0.2849
Build memory
2529528263.2121
F measure
0.7718
Per class
Kappa
0.5172
KB relative information score
63.9089
Mean absolute error
0.2477
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7713
Per class
Predictive accuracy
0.7727
Prior entropy
0.9635
Recall
0.7727
Per class
Relative absolute error
0.5221
Root mean prior squared error
0.4869
Root mean squared error
0.3586
Root relative squared error
0.7365
SciMark benchmark
947.2295