DEVELOPMENT... OpenML
Run
57226

Run 57226

Task 3857 (Supervised Classification) vehicle Uploaded 13-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I40
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9986
Per class
Build CPU time
55.3436
Build memory
1643980246.5532
F measure
0.9882
Per class
Kappa
0.969
KB relative information score
789.4652
Mean absolute error
0.0279
Mean prior absolute error
0.3828
Number of instances
846
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9882
Per class
Predictive accuracy
0.9882
Prior entropy
0.8241
Recall
0.9882
Per class
Relative absolute error
0.0729
Root mean prior squared error
0.4374
Root mean squared error
0.0991
Root relative squared error
0.2266
SciMark benchmark
942.152