DEVELOPMENT... OpenML
Run
78399

Run 78399

Task 3753 (Supervised Classification) cloud 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)_I160
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
0.6817
Per class
Build CPU time
2.8307
Build memory
945288298.4444
F measure
0.6822
Per class
Kappa
0.2051
KB relative information score
8.2332
Mean absolute error
0.3787
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7109
Per class
Predictive accuracy
0.7315
Prior entropy
0.8813
Recall
0.7315
Per class
Relative absolute error
0.9049
Root mean prior squared error
0.4566
Root mean squared error
0.4331
Root relative squared error
0.9484
SciMark benchmark
939.5765