DEVELOPMENT... OpenML
Run
75154

Run 75154

Task 3610 (Supervised Classification) fri_c3_250_5 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
0.9606
Per class
Build CPU time
0.5621
Build memory
497957344
F measure
0.8759
Per class
Kappa
0.7476
KB relative information score
156.1965
Mean absolute error
0.1986
Mean prior absolute error
0.4919
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8759
Per class
Predictive accuracy
0.876
Prior entropy
0.9883
Recall
0.876
Per class
Relative absolute error
0.4038
Root mean prior squared error
0.4959
Root mean squared error
0.29
Root relative squared error
0.5849
SciMark benchmark
785.9104