Run
13351

Run 13351

Task 40 (Supervised Classification) glass Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.25
weka.J48(1)_M5

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8108
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6395
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
114.5322
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1164
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
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
0.6379
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5501
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2829
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.872
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
921.6278[560.4886395932788896.6751314546564483.88543266528814907.0727062654921760.017229859821]