Run
219034

Run 219034

Task 1900 (Supervised Classification) mfeat-pixel Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.Id3(3)R. Quinlan (1986). Induction of decision trees. Machine Learning. 1(1):81-106.

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
0.85
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.7323
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.7
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
14352.9096
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.054
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
20000
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
0.7479
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.73
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.73
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3
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
0.2324
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7746
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
899.5042
UserCPU time millis
380
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
380
Cross-validation details (10 times 10-fold Crossvalidation)