Run
351503

Run 351503

Task 4222 (Supervised Classification) ipums_la_97-small Uploaded 28-03-2015 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
0.7212
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.4046
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.2857
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
22760.979
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1483
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2082
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
70190
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
0.4025
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.4069
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
2.7591
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.4069
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7127
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3226
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3776
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.1704
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1347.1763
UserCPU time millis
900380
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
5490
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
894890
Cross-validation details (10 times 10-fold Crossvalidation)