Run
342772

Run 342772

Task 4186 (Supervised Classification) isolet 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
0.9961
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9539
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.952
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
74915.4317
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0044
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
77970
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
0.954
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9539
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9539
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0597
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.0531
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.2763
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1336.0954
UserCPU time millis
386350
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
64310
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
322040
Cross-validation details (10 times 10-fold Crossvalidation)