DEVELOPMENT... OpenML
Run
80352

Run 80352

Task 1799 (Supervised Classification) dermatology Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I10
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9942
Per class
Build CPU time
0.0048
Build memory
2045238332.8
F measure
0.9333
Per class
Kappa
0.9169
KB relative information score
1514.8782
Mean absolute error
0.0689
Mean prior absolute error
0.2664
Number of instances
1830
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9348
Per class
Predictive accuracy
0.9339
Prior entropy
2.4378
Recall
0.9339
Per class
Relative absolute error
0.2586
Root mean prior squared error
0.3649
Root mean squared error
0.1526
Root relative squared error
0.4182
SciMark benchmark
949.2096