DEVELOPMENT... OpenML
Run
9844

Run 9844

Task 35 (Supervised Classification) dermatology Uploaded 22-05-2014 by Felicia West
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Flow

weka.ClassificationViaRegression_M5P(1)E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.
weka.ClassificationViaRegression_M5P(1)_Wweka.classifiers.trees.M5P
weka.M5P(1)_M4.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9971
Per class
F measure
0.9616
Per class
Kappa
0.9522
KB relative information score
339.1488
Mean absolute error
0.0292
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9617
Per class
Predictive accuracy
0.9617
Prior entropy
2.4378
Recall
0.9617
Per class
Relative absolute error
0.1095
Root mean prior squared error
0.3649
Root mean squared error
0.1037
Root relative squared error
0.2841
SciMark benchmark
947.8522[561.20997989739871015.2555353338006483.88543266528814911.48820099582031767.4217034453668]