DEVELOPMENT... OpenML
Run
80175

Run 80175

Task 3689 (Supervised Classification) fri_c1_500_10 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I20
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9567
Per class
Build CPU time
0.0513
Build memory
482089256
F measure
0.902
Per class
Kappa
0.8021
KB relative information score
321.4829
Mean absolute error
0.193
Mean prior absolute error
0.4954
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
0.902
Per class
Predictive accuracy
0.902
Prior entropy
0.9934
Recall
0.902
Per class
Relative absolute error
0.3896
Root mean prior squared error
0.4977
Root mean squared error
0.2858
Root relative squared error
0.5743
SciMark benchmark
919.2952