Run
578436

Run 578436

Task 7287 (Supervised Classification) adult Uploaded 03-06-2016 by Jan van Rijn
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Flow

weka.ClassificationViaRegression_M5P(3)E. Frank, Y. Wang, S. Inglis, G. Holmes, I.H. Witten (1998). Using model trees for classification. Machine Learning. 32(1):63-76.
weka.M5P(4)_M4.0
weka.ClassificationViaRegression_M5P(3)_Wweka.classifiers.trees.M5P

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
0.9091
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.0716
Cross-validation details (10-fold Crossvalidation)
F measure
0.8507
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20178.9406
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2042
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
Precision
0.8504
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8567
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8567
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7396
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1382.1127
Total cost
3498.5
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
68000
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
190
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
67810
Cross-validation details (10-fold Crossvalidation)