DEVELOPMENT... OpenML
Run
14700

Run 14700

Task 40 (Supervised Classification) glass Uploaded 23-05-2014 by Felicia West
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Flow

weka.RandomSubSpace_REPTree(1)Tin Kam Ho (1998). The Random Subspace Method for Constructing Decision Forests. IEEE Transactions on Pattern Analysis and Machine Intelligence. 20(8):832-844. URL http://citeseer.ist.psu.edu/ho98random.html.
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001
weka.RandomSubSpace_REPTree(1)_I10
weka.RandomSubSpace_REPTree(1)_P0.5
weka.RandomSubSpace_REPTree(1)_S1
weka.RandomSubSpace_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.RandomSubSpace_REPTree(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
0.8996
Per class
F measure
0.6788
Per class
Kappa
0.5925
KB relative information score
108.2223
Mean absolute error
0.1332
Mean prior absolute error
0.2116
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6671
Per class
Predictive accuracy
0.7103
Prior entropy
2.2315
Recall
0.7103
Per class
Relative absolute error
0.6293
Root mean prior squared error
0.3244
Root mean squared error
0.2438
Root relative squared error
0.7515
SciMark benchmark
947.7436[565.21084232176751014.9881073746852483.6674820550281910.85475360997441763.996579689319]