Run
533401

Run 533401

Task 3843 (Supervised Classification) optdigits Uploaded 05-03-2016 by Martijn Post
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  • study_15 study_20 weka weka_3.7.13
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Flow

weka.J48(33)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(33)_C0.25
weka.J48(33)_M2

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
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8891
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4733.2118
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0233
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1]
Precision
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9801
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9801
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4589
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1806.5905
UserCPU time millis
156.001
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
15.6001
UserCPU time millis training
140.4009
Cross-validation details (10-fold Crossvalidation)