Run
226616

Run 226616

Task 3495 (Supervised Classification) SPECT Uploaded 01-03-2015 by Joaquin Vanschoren
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Flow

weka.LBR(3)Zijian Zheng, G. Webb (2000). Lazy Learning of Bayesian Rules. Machine Learning. 4(1):53-84.

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
0.8419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5187
Cross-validation details (10-fold Crossvalidation)
KB relative information score
82.3225
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1981
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3284
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8463
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8277
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.8277
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6032
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9479
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
926.6704
UserCPU time millis
1700
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1700
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10-fold Crossvalidation)