Run
437624

Run 437624

Task 7532 (Learning Curve) monks-problems-1 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
0.9873 ± 0.0153
Per class
F measure
0.9658 ± 0.0309
Per class
Kappa
0.9317 ± 0.0618
KB relative information score
0.8181 ± 0.0689
Mean absolute error
0.1059 ± 0.0406
Mean prior absolute error
0.5
Number of instances
556
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9661 ± 0.0306
Per class
Predictive accuracy
0.9658 ± 0.0309
Prior entropy
1
Recall
0.9658 ± 0.0309
Per class
Relative absolute error
0.2117 ± 0.0812
Root mean prior squared error
0.5
Root mean squared error
0.1845 ± 0.058
Root relative squared error
0.369 ± 0.116
SciMark benchmark
913.9348
UserCPU time millis
140
UserCPU time millis training
140