Run
338456

Run 338456

Task 1916 (Supervised Classification) segment Uploaded 27-03-2015 by Joaquin Vanschoren
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Flow

weka.FT(1)Joao Gama (2004). Functional Trees. Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees.
weka.FT(1)_I15
weka.FT(1)_F0
weka.FT(1)_M15
weka.FT(1)_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
0.9889
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9657
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9601
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
22238.0571
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0113
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
23100
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9657
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9658
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9658
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0462
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.0923
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.2638
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1334.7507
UserCPU time millis
920
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
230
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
690
Cross-validation details (10 times 10-fold Crossvalidation)