DEVELOPMENT... OpenML
Run
6384

Run 6384

Task 18 (Supervised Classification) mfeat-morphological 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
0.9627
Per class
F measure
0.7485
Per class
Kappa
0.7217
KB relative information score
1513.0892
Mean absolute error
0.0697
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
0.7515
Per class
Predictive accuracy
0.7495
Prior entropy
3.3219
Recall
0.7495
Per class
Relative absolute error
0.3875
Root mean prior squared error
0.3
Root mean squared error
0.1818
Root relative squared error
0.6058
SciMark benchmark
937.9103[526.3248935490191013.9200573100866481.71457151086304909.2750179897271758.3171307218695]