DEVELOPMENT... OpenML
Run
57602

Run 57602

Task 3913 (Supervised Classification) kc2 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
0.8062
Per class
Build CPU time
12.9269
Build memory
416281679.0498
F measure
0.8197
Per class
Kappa
0.4182
KB relative information score
141.4843
Mean absolute error
0.2169
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8168
Per class
Predictive accuracy
0.8314
Prior entropy
0.734
Recall
0.8314
Per class
Relative absolute error
0.6641
Root mean prior squared error
0.4037
Root mean squared error
0.3438
Root relative squared error
0.8517
SciMark benchmark
943.4191