DEVELOPMENT... OpenML
Run
14044

Run 14044

Task 14 (Supervised Classification) mfeat-fourier 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
0.9708
Per class
F measure
0.8171
Per class
Kappa
0.7983
KB relative information score
1595.2035
Mean absolute error
0.0576
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8168
Per class
Predictive accuracy
0.8185
Prior entropy
3.3219
Recall
0.8185
Per class
Relative absolute error
0.3201
Root mean prior squared error
0.3
Root mean squared error
0.1645
Root relative squared error
0.5482
SciMark benchmark
946.9546[563.20332758402671014.9881711071126484.75925509327664911.80521739130441760.017229859821]