DEVELOPMENT... OpenML
Run
6356

Run 6356

Task 55 (Supervised Classification) vote Uploaded 15-05-2014 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
0.9781
Per class
F measure
0.9541
Per class
Kappa
0.9034
KB relative information score
373.7373
Mean absolute error
0.0715
Mean prior absolute error
0.4742
Number of instances
435
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9544
Per class
Predictive accuracy
0.954
Prior entropy
0.9627
Recall
0.954
Per class
Relative absolute error
0.1508
Root mean prior squared error
0.4869
Root mean squared error
0.1979
Root relative squared error
0.4065
SciMark benchmark
883.2566[503.53367399621817947.8381776839308471.76705325224475912.43998791392861580.7042191207643]