Run
437626

Run 437626

Task 7536 (Learning Curve) monks-problems-3 Uploaded 13-05-2015 by Joaquin Vanschoren
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Flow

weka.LMT(3)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(3)_I-1
weka.LMT(3)_M15
weka.LMT(3)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.9876 ± 0.0144
Per class
F measure
0.9892 ± 0.0093
Per class
Kappa
0.9783 ± 0.0187
KB relative information score
0.9375 ± 0.0377
Mean absolute error
0.0368 ± 0.0214
Mean prior absolute error
0.4992 ± 0.0003
Number of instances
554
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9893 ± 0.009
Per class
Predictive accuracy
0.9892 ± 0.0093
Prior entropy
0.9989 ± 0.0008
Recall
0.9892 ± 0.0093
Per class
Relative absolute error
0.0737 ± 0.0429
Root mean prior squared error
0.4996 ± 0.0003
Root mean squared error
0.1196 ± 0.0586
Root relative squared error
0.2393 ± 0.1172
SciMark benchmark
941.3619
UserCPU time millis
330
UserCPU time millis training
330