Run
236622

Run 236622

Task 4186 (Supervised Classification) isolet Uploaded 02-03-2015 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
0.9377
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8567
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.8516
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
66691.1939
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0115
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
77970
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
0.8568
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8573
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8573
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.1549
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.1033
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.5371
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1353.1316
UserCPU time millis
28630
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
160
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
28470
Cross-validation details (10 times 10-fold Crossvalidation)