DEVELOPMENT... OpenML
Run
79252

Run 79252

Task 3734 (Supervised Classification) fri_c1_500_5 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)_I80
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
0.9558
Per class
Build CPU time
0.1186
Build memory
1057519452
F measure
0.8897
Per class
Kappa
0.7782
KB relative information score
343.3237
Mean absolute error
0.1657
Mean prior absolute error
0.4977
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
0.8907
Per class
Predictive accuracy
0.89
Prior entropy
0.9967
Recall
0.89
Per class
Relative absolute error
0.3329
Root mean prior squared error
0.4988
Root mean squared error
0.2889
Root relative squared error
0.5791
SciMark benchmark
941.1383