DEVELOPMENT... OpenML
Run
46496

Run 46496

Task 3896 (Supervised Classification) ada_agnostic Uploaded 02-11-2014 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
0.8864
Per class
Build CPU time
1918.2068
Build memory
1214982717.9044
F measure
0.8379
Per class
Kappa
0.5547
KB relative information score
1883.863
Mean absolute error
0.206
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
0.8364
Per class
Predictive accuracy
0.8426
Prior entropy
0.8085
Recall
0.8426
Per class
Relative absolute error
0.5519
Root mean prior squared error
0.4319
Root mean squared error
0.3351
Root relative squared error
0.7758
SciMark benchmark
941.4059