DEVELOPMENT... OpenML
Run
32718

Run 32718

Task 4578 (Supervised Classification) dermatology Uploaded 13-10-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9993
Per class
Build CPU time
0.1251
Build memory
695412348.2295
F measure
0.9858
Per class
Kappa
0.9667
KB relative information score
3477.4667
Mean absolute error
0.0217
Mean prior absolute error
0.4251
Number of instances
3660
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.986
Per class
Predictive accuracy
0.9858
Prior entropy
0.8898
Recall
0.9858
Per class
Relative absolute error
0.051
Root mean prior squared error
0.4608
Root mean squared error
0.0993
Root relative squared error
0.2154
SciMark benchmark
945.5996