DEVELOPMENT... OpenML
Run
46627

Run 46627

Task 3672 (Supervised Classification) kin8nm Uploaded 03-11-2014 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
0.9409
Per class
Build CPU time
835.8353
Build memory
1701413791.7949
F measure
0.8638
Per class
Kappa
0.7275
KB relative information score
4642.9359
Mean absolute error
0.2328
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8638
Per class
Predictive accuracy
0.8638
Prior entropy
0.9998
Recall
0.8638
Per class
Relative absolute error
0.4657
Root mean prior squared error
0.4999
Root mean squared error
0.318
Root relative squared error
0.6361
SciMark benchmark
942.7014