DEVELOPMENT... OpenML
Run
13710

Run 13710

Task 36 (Supervised Classification) segment Uploaded 22-05-2014 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)_M25
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
0.9953
Per class
F measure
0.9646
Per class
Kappa
0.9586
KB relative information score
2210.5916
Mean absolute error
0.0153
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
0.9649
Per class
Predictive accuracy
0.9645
Prior entropy
2.8074
Recall
0.9645
Per class
Relative absolute error
0.0625
Root mean prior squared error
0.3499
Root mean squared error
0.0911
Root relative squared error
0.2603
SciMark benchmark
926.4702[554.6075200566928991.4869906846154471.76705325224475894.38417097158211720.1050127100257]