Run
280542

Run 280542

Task 1908 (Supervised Classification) optdigits Uploaded 08-03-2015 by Joaquin Vanschoren
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Flow

weka.J48graft(1)Geoff Webb: Decision Tree Grafting From the All-Tests-But-One Partition. In: , San Francisco, CA, 1999.
weka.J48graft(1)_C0.25
weka.J48graft(1)_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
0.9606
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9122
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9026
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
50874.7249
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0195
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
56200
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9122
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9124
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9124
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1081
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
0.1287
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.4289
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
916.5769
UserCPU time millis
960
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
20
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
940
Cross-validation details (10 times 10-fold Crossvalidation)