DEVELOPMENT... OpenML
Run
58783

Run 58783

Task 3753 (Supervised Classification) cloud Uploaded 15-11-2014 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)_I20
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
0.8475
Per class
Build CPU time
0.7222
Build memory
847028602.0741
F measure
0.7444
Per class
Kappa
0.3653
KB relative information score
32.9885
Mean absolute error
0.2918
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.745
Per class
Predictive accuracy
0.7593
Prior entropy
0.8813
Recall
0.7593
Per class
Relative absolute error
0.6972
Root mean prior squared error
0.4566
Root mean squared error
0.3775
Root relative squared error
0.8266
SciMark benchmark
942.9616