Run
578403

Run 578403

Task 32 (Supervised Classification) pendigits 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
0.9984
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10584.4843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0126
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
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
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.98
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0702
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2109
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1367.179
UserCPU time millis
3950
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
110
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
3840
Cross-validation details (10-fold Crossvalidation)