DEVELOPMENT... OpenML
Run
13631

Run 13631

Task 29 (Supervised Classification) credit-approval Uploaded 22-05-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9194
Per class
F measure
0.8466
Per class
Kappa
0.69
KB relative information score
428.5433
Mean absolute error
0.196
Mean prior absolute error
0.494
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8472
Per class
Predictive accuracy
0.8464
Prior entropy
0.9913
Recall
0.8464
Per class
Relative absolute error
0.3968
Root mean prior squared error
0.497
Root mean squared error
0.3235
Root relative squared error
0.6509
SciMark benchmark
946.4352[560.84909930399091016.0585376856843484.7593072718849912.75766683510371757.751385454742]