DEVELOPMENT... OpenML
Run
75346

Run 75346

Task 3907 (Supervised Classification) mc1 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
0.937
Per class
Build CPU time
18.1578
Build memory
1039344183.9341
F measure
0.9935
Per class
Kappa
0.466
KB relative information score
-16599.6839
Mean absolute error
0.009
Mean prior absolute error
0.0144
Number of instances
9466
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9941
Per class
Predictive accuracy
0.9947
Prior entropy
0.0622
Recall
0.9947
Per class
Relative absolute error
0.6232
Root mean prior squared error
0.0845
Root mean squared error
0.0673
Root relative squared error
0.7973
SciMark benchmark
942.3187