DEVELOPMENT... OpenML
Run
78473

Run 78473

Task 3800 (Supervised Classification) fri_c3_500_50 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
0.9149
Per class
Build CPU time
34.3167
Build memory
925934124.8
F measure
0.8314
Per class
Kappa
0.6558
KB relative information score
128.8337
Mean absolute error
0.3892
Mean prior absolute error
0.4918
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8385
Per class
Predictive accuracy
0.834
Prior entropy
0.9882
Recall
0.834
Per class
Relative absolute error
0.7913
Root mean prior squared error
0.4959
Root mean squared error
0.4051
Root relative squared error
0.817
SciMark benchmark
922.9541

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