Run
484526

Run 484526

Task 10042 (Learning Curve) ada_prior Uploaded 01-12-2015 by Jan van Rijn
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Flow

weka.LMT(4)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(4)_I-1
weka.LMT(4)_M15
weka.LMT(4)_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
0.8934 ± 0.0214
Per class
F measure
0.8365 ± 0.019
Per class
Kappa
0.5486 ± 0.053
KB relative information score
1812.9897 ± 22.2716
Mean absolute error
0.2168 ± 0.0144
Mean prior absolute error
0.3732 ± 0.0004
Number of instances
4562
Per class
OS information
[Sun Microsystems Inc., 1.6.0_36, amd64, Linux, 3.5.0-54-generic]
Precision
0.8354 ± 0.0194
Per class
Predictive accuracy
0.8424 ± 0.0177
Prior entropy
0.8085
Recall
0.8424 ± 0.0177
Per class
Relative absolute error
0.5809 ± 0.0383
Root mean prior squared error
0.4319 ± 0.0005
Root mean squared error
0.3305 ± 0.016
Root relative squared error
0.7652 ± 0.0369
SciMark benchmark
1051.1878
UserCPU time millis
7750
UserCPU time millis testing
20
UserCPU time millis training
7730