DEVELOPMENT... OpenML
Run
58503

Run 58503

Task 35 (Supervised Classification) dermatology 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
0.9984
Per class
Build CPU time
22.7741
Build memory
829501678.0984
F measure
0.9753
Per class
Kappa
0.9692
KB relative information score
349.2111
Mean absolute error
0.0174
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9757
Per class
Predictive accuracy
0.9754
Prior entropy
2.4378
Recall
0.9754
Per class
Relative absolute error
0.0653
Root mean prior squared error
0.3649
Root mean squared error
0.0822
Root relative squared error
0.2253
SciMark benchmark
987.7552