Run
480902

Run 480902

Task 1702 (Learning Curve) kr-vs-kp 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
0.9996 ± 0.0012
Per class
F measure
0.9969 ± 0.0033
Per class
Kappa
0.9937 ± 0.0066
KB relative information score
3173.609 ± 2.337
Mean absolute error
0.0036 ± 0.0033
Mean prior absolute error
0.499 ± 0.0001
Number of instances
3196
Per class
OS information
[Sun Microsystems Inc., 1.6.0_36, amd64, Linux, 3.5.0-54-generic]
Precision
0.9969 ± 0.0033
Per class
Predictive accuracy
0.9969 ± 0.0033
Prior entropy
0.9986
Recall
0.9969 ± 0.0033
Per class
Relative absolute error
0.0072 ± 0.0066
Root mean prior squared error
0.4995 ± 0.0001
Root mean squared error
0.0536 ± 0.0352
Root relative squared error
0.1073 ± 0.0705
SciMark benchmark
1656.8778
UserCPU time millis
11000
UserCPU time millis testing
10
UserCPU time millis training
10990