DEVELOPMENT... OpenML
Run
55828

Run 55828

Task 1785 (Supervised Classification) car Uploaded 12-11-2014 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)_I80
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
0.9948
Per class
Build CPU time
151.8157
Build memory
51400195.2
F measure
0.9491
Per class
Kappa
0.8893
KB relative information score
7359.1809
Mean absolute error
0.0427
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9495
Per class
Predictive accuracy
0.9491
Prior entropy
1.2099
Recall
0.9491
Per class
Relative absolute error
0.1864
Root mean prior squared error
0.3381
Root mean squared error
0.1361
Root relative squared error
0.4025
SciMark benchmark
943.106