DEVELOPMENT... OpenML
Run
78094

Run 78094

Task 1787 (Supervised Classification) cmc 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
0.6944
Per class
Build CPU time
12.1979
Build memory
1753094614.4044
F measure
0.5178
Per class
Kappa
0.2513
KB relative information score
1646.1017
Mean absolute error
0.3667
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5167
Per class
Predictive accuracy
0.5204
Prior entropy
1.5392
Recall
0.5204
Per class
Relative absolute error
0.851
Root mean prior squared error
0.4641
Root mean squared error
0.4438
Root relative squared error
0.9562
SciMark benchmark
895.531