DEVELOPMENT... OpenML
Run
78287

Run 78287

Task 3911 (Supervised Classification) ar4 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
0.8132
Per class
Build CPU time
3.2108
Build memory
2666845175.1028
F measure
0.8351
Per class
Kappa
0.4185
KB relative information score
22.6309
Mean absolute error
0.2252
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.835
Per class
Predictive accuracy
0.8505
Prior entropy
0.707
Recall
0.8505
Per class
Relative absolute error
0.7322
Root mean prior squared error
0.3899
Root mean squared error
0.3423
Root relative squared error
0.878
SciMark benchmark
937.6276