DEVELOPMENT... OpenML
Run
78672

Run 78672

Task 21 (Supervised Classification) car 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)_I160
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
0.9943
Per class
Build CPU time
0.2409
Build memory
503368722.9444
F measure
0.9481
Per class
Kappa
0.8876
KB relative information score
1297.0781
Mean absolute error
0.0768
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9491
Per class
Predictive accuracy
0.9479
Prior entropy
1.2099
Recall
0.9479
Per class
Relative absolute error
0.3354
Root mean prior squared error
0.3381
Root mean squared error
0.1602
Root relative squared error
0.4738
SciMark benchmark
917.0415