DEVELOPMENT... OpenML
Run
58987

Run 58987

Task 1773 (Supervised Classification) autos 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
0.8969
Per class
Build CPU time
10.0515
Build memory
239226355.0829
F measure
0.6902
Per class
Kappa
0.5994
KB relative information score
589.73
Mean absolute error
0.1168
Mean prior absolute error
0.2209
Number of instances
1025
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6898
Per class
Predictive accuracy
0.6937
Prior entropy
2.3268
Recall
0.6937
Per class
Relative absolute error
0.5285
Root mean prior squared error
0.3318
Root mean squared error
0.2481
Root relative squared error
0.7477
SciMark benchmark
938.259