Run
24752

Run 24752

Task 21 (Supervised Classification) car Uploaded 16-07-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.Id3(1)R. Quinlan (1986). Induction of decision trees. Machine Learning. 1(1):81-106.

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
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8888
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1240.1805
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.053
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
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
0.8927
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2312
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2301
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6806
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
894.5909[532.1051183924624962.0344422444904444.4295832638929861.18267976381511673.2025234482053]