DEVELOPMENT... OpenML
Run
58454

Run 58454

Task 1817 (Supervised Classification) vehicle Uploaded 15-11-2014 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)_I20
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
0.9518
Per class
Build CPU time
43.1687
Build memory
114359900.8
F measure
0.8087
Per class
Kappa
0.7465
KB relative information score
3111.7322
Mean absolute error
0.1245
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8076
Per class
Predictive accuracy
0.8099
Prior entropy
1.9991
Recall
0.8099
Per class
Relative absolute error
0.3322
Root mean prior squared error
0.4329
Root mean squared error
0.2505
Root relative squared error
0.5787
SciMark benchmark
1035.3076