DEVELOPMENT... OpenML
Run
9707

Run 9707

Task 35 (Supervised Classification) dermatology 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
0.997
Per class
F measure
0.9781
Per class
Kappa
0.9726
KB relative information score
350.393
Mean absolute error
0.0158
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9783
Per class
Predictive accuracy
0.9781
Prior entropy
2.4378
Recall
0.9781
Per class
Relative absolute error
0.0591
Root mean prior squared error
0.3649
Root mean squared error
0.0818
Root relative squared error
0.2242
SciMark benchmark
943.5403[569.08339557480821015.5230404536866455.7477672669022915.62691531260941761.7203488120049]