DEVELOPMENT... OpenML
Run
54015

Run 54015

Task 3890 (Supervised Classification) ada_prior Uploaded 08-11-2014 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
0.885
Per class
Build CPU time
1292.8268
Build memory
2242120440.2017
F measure
0.8306
Per class
Kappa
0.5366
KB relative information score
1912.2598
Mean absolute error
0.2025
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
0.8287
Per class
Predictive accuracy
0.8345
Prior entropy
0.8085
Recall
0.8345
Per class
Relative absolute error
0.5427
Root mean prior squared error
0.4319
Root mean squared error
0.3401
Root relative squared error
0.7875
SciMark benchmark
944.2629