DEVELOPMENT... OpenML
Run
78338

Run 78338

Task 3695 (Supervised Classification) fri_c2_250_10 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
0.9556
Per class
Build CPU time
6.7079
Build memory
3231383120
F measure
0.9069
Per class
Kappa
0.797
KB relative information score
155.5033
Mean absolute error
0.1919
Mean prior absolute error
0.4633
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9084
Per class
Predictive accuracy
0.908
Prior entropy
0.9468
Recall
0.908
Per class
Relative absolute error
0.4142
Root mean prior squared error
0.4812
Root mean squared error
0.2766
Root relative squared error
0.5748
SciMark benchmark
902.9034