Run
194168

Run 194168

Task 4278 (Supervised Classification) mnist_784 Uploaded 26-02-2015 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.SimpleCart(3)Leo Breiman, Jerome H. Friedman, Richard A. Olshen, Charles J. Stone (1984). Classification and Regression Trees. Wadsworth International Group, Belmont, California.
weka.SimpleCart(3)_M2.0
weka.SimpleCart(3)_N5
weka.SimpleCart(3)_C1.0
weka.SimpleCart(3)_S1

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
0.9537
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8827
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8697
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
604326.0759
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0304
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.1799
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
700000
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
0.8827
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8828
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.3198
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8828
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1688
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1427
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4756
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1034.1273
UserCPU time millis
794590
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
260
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
794330
Cross-validation details (10 times 10-fold Crossvalidation)