Run
498462

Run 498462

Task 10088 (Learning Curve) vehicleNorm Uploaded 05-12-2015 by Joaquin Vanschoren
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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
0.9175 ± 0.0023
Per class
F measure
0.8629 ± 0.0037
Per class
Kappa
0.7268 ± 0.0072
KB relative information score
60921.7967 ± 61.9464
Mean absolute error
0.2042 ± 0.003
Mean prior absolute error
0.5
Number of instances
98528
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.8686 ± 0.003
Per class
Predictive accuracy
0.8634 ± 0.0036
Prior entropy
1
Recall
0.8634 ± 0.0036
Per class
Relative absolute error
0.4084 ± 0.006
Root mean prior squared error
0.5
Root mean squared error
0.322 ± 0.003
Root relative squared error
0.6439 ± 0.0061
SciMark benchmark
849.324
UserCPU time millis
4346380
UserCPU time millis testing
1700
UserCPU time millis training
4344680