DEVELOPMENT... OpenML
Run
80605

Run 80605

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 02-12-2014 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)_I10
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
0.8847
Per class
Build CPU time
0.0032
Build memory
529478974.4
F measure
0.7987
Per class
Kappa
0.5902
KB relative information score
50.9186
Mean absolute error
0.249
Mean prior absolute error
0.4929
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
0.8
Per class
Predictive accuracy
0.8
Prior entropy
0.99
Recall
0.8
Per class
Relative absolute error
0.5051
Root mean prior squared error
0.4964
Root mean squared error
0.3629
Root relative squared error
0.7311
SciMark benchmark
941.5201