DEVELOPMENT... OpenML
Run
24380

Run 24380

Task 29 (Supervised Classification) credit-approval Uploaded 05-07-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.LMT(1)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Machine Learning. 95(1-2):161-205. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.904
Per class
F measure
0.8511
Per class
Kappa
0.6996
KB relative information score
413.5933
Mean absolute error
0.2086
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
0.8527
Per class
Predictive accuracy
0.8507
Prior entropy
0.9913
Recall
0.8507
Per class
Relative absolute error
0.4223
Root mean prior squared error
0.497
Root mean squared error
0.3386
Root relative squared error
0.6813
SciMark benchmark
891.2899[530.00321247938962.0344422444904444.98208722369884861.46566374894451657.9640200249414]