Run
373808

Run 373808

Task 3843 (Supervised Classification) optdigits Uploaded 30-03-2015 by Joaquin Vanschoren
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Flow

weka.ADTree(4)Freund, Y., Mason, L.: The alternating decision tree learning algorithm. In: Proceeding of the Sixteenth International Conference on Machine Learning, Bled, Slovenia, 124-133, 1999.
weka.ADTree(4)_B10
weka.ADTree(4)_E-3
weka.ADTree(4)_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
0.9895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9788
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8826
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2927.0831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0704
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, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.979
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4833
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1357.1971
UserCPU time millis
1600
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
1590
Cross-validation details (10-fold Crossvalidation)