Run
8186

Run 8186

Task 6 (Supervised Classification) letter 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)_C0.9
weka.J48(1)_M10

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
0.9724
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8334
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16934.2485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.017
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
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
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8332
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5101
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
950.1836[567.04832706770641015.7906865781697483.88543266528814915.62699156216381768.5664600912808]