DEVELOPMENT... OpenML
Run
57494

Run 57494

Task 3890 (Supervised Classification) ada_prior Uploaded 13-11-2014 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)_I40
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
0.8845
Per class
Build CPU time
656.8977
Build memory
1873322520.6839
F measure
0.8286
Per class
Kappa
0.5312
KB relative information score
1909.8065
Mean absolute error
0.2024
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8266
Per class
Predictive accuracy
0.8325
Prior entropy
0.8085
Recall
0.8325
Per class
Relative absolute error
0.5424
Root mean prior squared error
0.4319
Root mean squared error
0.3406
Root relative squared error
0.7886
SciMark benchmark
942.8979

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