Run
7381

Run 7381

Task 12 (Supervised Classification) mfeat-factors 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)_M20

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
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8397
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1639.3031
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0426
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.8414
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1568
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5227
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.6222[568.89779800413941015.2555353338006483.88543266528814902.07841573240931767.9939646936223]