Run
9827

Run 9827

Task 38 (Supervised Classification) ecoli Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I33
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7987
Cross-validation details (10-fold Crossvalidation)
KB relative information score
242.217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0574
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1828
Cross-validation details (10-fold Crossvalidation)
Number of instances
336
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
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3143
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3016
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1729
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5732
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.6916[567.23271965926381014.4538012229739483.2321174670136910.22218605324211758.3172656914378]