Run
184970

Run 184970

Task 4186 (Supervised Classification) isolet Uploaded 25-02-2015 by Joaquin Vanschoren
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Flow

weka.RandomTree(10)Weka implementation of RandomTree
weka.RandomTree(10)_K0
weka.RandomTree(10)_M1.0
weka.RandomTree(10)_V0.001
weka.RandomTree(10)_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
0.8303
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6741
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6606
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
52217.5864
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0251
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
0.6748
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6736
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6736
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3394
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
0.1584
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.8239
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1306.6379
UserCPU time millis
320
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
40
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
280
Cross-validation details (10 times 10-fold Crossvalidation)