DEVELOPMENT... OpenML
Run
14742

Run 14742

Task 23 (Supervised Classification) cmc Uploaded 23-05-2014 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
0.7247
Per class
F measure
0.5398
Per class
Kappa
0.2847
KB relative information score
312.362
Mean absolute error
0.3721
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5416
Per class
Predictive accuracy
0.5418
Prior entropy
1.5392
Recall
0.5418
Per class
Relative absolute error
0.8636
Root mean prior squared error
0.4641
Root mean squared error
0.4306
Root relative squared error
0.9277
SciMark benchmark
948.7304[566.67985740389281015.7907504114269489.39918924322484914.03074966105571757.751385454742]