Run
311759

Run 311759

Task 3892 (Supervised Classification) hiva_agnostic Uploaded 20-03-2015 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
0.6354
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1224.6146
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0545
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0682
Cross-validation details (10-fold Crossvalidation)
Number of instances
4229
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic]
Precision
0.9466
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.948
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.221
Cross-validation details (10-fold Crossvalidation)
Recall
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1844
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2081
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1335.2029
UserCPU time millis
114820
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
89590
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
25230
Cross-validation details (10-fold Crossvalidation)