DEVELOPMENT... OpenML
Run
79167

Run 79167

Task 3641 (Supervised Classification) fri_c2_100_25 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
0.8754
Per class
Build CPU time
0.0419
Build memory
510858014.4
F measure
0.8395
Per class
Kappa
0.6717
KB relative information score
39.4575
Mean absolute error
0.3199
Mean prior absolute error
0.4904
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8396
Per class
Predictive accuracy
0.84
Prior entropy
0.9864
Recall
0.84
Per class
Relative absolute error
0.6523
Root mean prior squared error
0.4951
Root mean squared error
0.3748
Root relative squared error
0.7571
SciMark benchmark
941.0866