Run
220594

Run 220594

Task 4255 (Supervised Classification) analcatdata_asbestos Uploaded 01-03-2015 by Jan van Rijn
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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
0.8107
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7885
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.5747
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
372.5214
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2841
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4943
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
830
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
0.7918
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.788
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9919
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.788
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.5748
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4971
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4135
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8318
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1339.4189
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
10
Cross-validation details (10 times 10-fold Crossvalidation)