DEVELOPMENT... OpenML
Run
57530

Run 57530

Task 3896 (Supervised Classification) ada_agnostic 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
0.8839
Per class
Build CPU time
481.8262
Build memory
284235805.7606
F measure
0.8356
Per class
Kappa
0.5496
KB relative information score
1878.7382
Mean absolute error
0.2053
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
0.8339
Per class
Predictive accuracy
0.8398
Prior entropy
0.8085
Recall
0.8398
Per class
Relative absolute error
0.5502
Root mean prior squared error
0.4319
Root mean squared error
0.337
Root relative squared error
0.7802
SciMark benchmark
943.4191