Run
437663

Run 437663

Task 7535 (Learning Curve) monks-problems-2 Uploaded 13-05-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8108 ± 0.0431
Per class
F measure
0.7468 ± 0.0503
Per class
Kappa
0.4315 ± 0.1207
KB relative information score
0.2787 ± 0.0634
Mean absolute error
0.3292 ± 0.029
Mean prior absolute error
0.4507 ± 0.0026
Number of instances
601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7452 ± 0.0499
Per class
Predictive accuracy
0.7504 ± 0.0426
Prior entropy
0.9274 ± 0.0078
Recall
0.7504 ± 0.0426
Per class
Relative absolute error
0.7305 ± 0.0656
Root mean prior squared error
0.4746 ± 0.0027
Root mean squared error
0.4227 ± 0.0311
Root relative squared error
0.8905 ± 0.0668
SciMark benchmark
913.9348
UserCPU time millis
3470
UserCPU time millis training
3470