DEVELOPMENT... OpenML
Run
46775

Run 46775

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 04-11-2014 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
0.9046
Per class
Build CPU time
5.4708
Build memory
271386034.4
F measure
0.8091
Per class
Kappa
0.6116
KB relative information score
48.4342
Mean absolute error
0.2687
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8097
Per class
Predictive accuracy
0.81
Prior entropy
0.99
Recall
0.81
Per class
Relative absolute error
0.5451
Root mean prior squared error
0.4964
Root mean squared error
0.3511
Root relative squared error
0.7074
SciMark benchmark
942.0655