DEVELOPMENT... OpenML
Run
6921

Run 6921

Task 36 (Supervised Classification) segment Uploaded 21-05-2014 by Felicia West
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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)_M10
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
0.9954
Per class
F measure
0.965
Per class
Kappa
0.9591
KB relative information score
2212.2048
Mean absolute error
0.015
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9651
Per class
Predictive accuracy
0.9649
Prior entropy
2.8074
Recall
0.9649
Per class
Relative absolute error
0.0614
Root mean prior squared error
0.3499
Root mean squared error
0.0904
Root relative squared error
0.2583
SciMark benchmark
910.0887[558.51447076490831014.7208839634673483.8854846559526913.07556704216551580.246872590131]