DEVELOPMENT... OpenML
Run
59971

Run 59971

Task 3808 (Supervised Classification) kidney 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)_I10
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
0.8194
Per class
Build CPU time
0.236
Build memory
111061354.4211
F measure
0.7238
Per class
Kappa
0.4466
KB relative information score
27.1468
Mean absolute error
0.3286
Mean prior absolute error
0.4987
Number of instances
76
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7242
Per class
Predictive accuracy
0.7237
Prior entropy
0.9981
Recall
0.7237
Per class
Relative absolute error
0.659
Root mean prior squared error
0.4993
Root mean squared error
0.4256
Root relative squared error
0.8523
SciMark benchmark
942.7079