DEVELOPMENT... OpenML
Run
46769

Run 46769

Task 4417 (Supervised Classification) wind Uploaded 04-11-2014 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)_I160
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
0.9417
Per class
Build CPU time
1138.9344
Build memory
850595223.5521
F measure
0.8653
Per class
Kappa
0.7295
KB relative information score
41538.4689
Mean absolute error
0.1941
Mean prior absolute error
0.4979
Number of instances
65740
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8653
Per class
Predictive accuracy
0.8653
Prior entropy
0.9969
Recall
0.8653
Per class
Relative absolute error
0.3899
Root mean prior squared error
0.4989
Root mean squared error
0.3089
Root relative squared error
0.619
SciMark benchmark
942.0655