DEVELOPMENT... OpenML
Run
46264

Run 46264

Task 3598 (Supervised Classification) fri_c0_250_50 Uploaded 31-10-2014 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
0.8837
Per class
Build CPU time
54.0915
Build memory
725130053.6
F measure
0.7881
Per class
Kappa
0.5749
KB relative information score
117.0239
Mean absolute error
0.2777
Mean prior absolute error
0.498
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7885
Per class
Predictive accuracy
0.788
Prior entropy
0.9971
Recall
0.788
Per class
Relative absolute error
0.5577
Root mean prior squared error
0.499
Root mean squared error
0.3718
Root relative squared error
0.7451
SciMark benchmark
942.5482