DEVELOPMENT... OpenML
Run
75594

Run 75594

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)_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
0.9103
Per class
Build CPU time
2.2913
Build memory
1942025304
F measure
0.8239
Per class
Kappa
0.6404
KB relative information score
126.0031
Mean absolute error
0.3914
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
0.8284
Per class
Predictive accuracy
0.826
Prior entropy
0.9882
Recall
0.826
Per class
Relative absolute error
0.7957
Root mean prior squared error
0.4959
Root mean squared error
0.407
Root relative squared error
0.8208
SciMark benchmark
902.1764