Run
12699

Run 12699

Task 28 (Supervised Classification) optdigits Uploaded 22-05-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.9
weka.J48(1)_M10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8648
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4852.7541
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0318
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8781
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8783
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.14
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4668
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.9873[567.78666173126961014.7209476623404483.449727694041907.70082742804311766.2785639901995]