DEVELOPMENT... OpenML
Run
46562

Run 46562

Task 3915 (Supervised Classification) kc3 Uploaded 03-11-2014 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
0.7957
Per class
Build CPU time
96.5817
Build memory
82913160.7511
F measure
0.8986
Per class
Kappa
0.3232
KB relative information score
-42.1953
Mean absolute error
0.1373
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8976
Per class
Predictive accuracy
0.9148
Prior entropy
0.4551
Recall
0.9148
Per class
Relative absolute error
0.8003
Root mean prior squared error
0.2917
Root mean squared error
0.2654
Root relative squared error
0.9098
SciMark benchmark
944.2424