Run
7276

Run 7276

Task 9 (Supervised Classification) autos 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)_C0.05
weka.J48(1)_M2

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
0.8974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.4202
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0752
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.7902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3405
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7023
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
913.5522[567.7866617312696872.3201084091643446.6480051605617912.43998791392861768.5664600912808]